
Smriti Gupta
Beyond the Transcript: How Multimodal AI Is Revealing What Consumers Cannot Put Into Words
Why multimodal AI matters in consumer research, what it observes beyond transcripts, and where it already changes in-home studies, packaging research, and ad testing.








